AI Impact Compass

AI Impact Compass

Use this interactive compass to track lightweight metrics that show where AI is helping your L&D workflow.

Time

Confidence

Rework

Does the team feel capable?

Are revisions decreasing?

Where are we faster?

Consistency

Quality

Are standards showing up?

Are outputs stronger?

Rework

• Track review rounds, revision time, and repeat feedback themes.
• Watch for hidden issues in polished AI drafts.
• Goal: Fewer fixes after the first pass.

Confidence

• Ask whether the team knows when and how to use AI responsibly.
• Check comfort with guardrails, data safety, and human review.
• Adoption improves when people feel capable, not pressured.

Time

• Track where AI reduces the workflow.
• Examples: First drafts, scenarios, job aids, and feedback summaries.
• Compare before/after estimates, even if they are lightweight.

Consistency

• Look for shared templates, terminology, and structure.
• Use your knowledge vault, prompt patterns, and QA scan.
• Goal: Outputs feel aligned across the team.

Quality

• Check whether outputs are better, the same, or worse.
• Use SME comments, QA checks, accuracy, alignment, and accessibility.
• Speed only counts if quality stays strong.